Fast Gibbs Sampling on Bayesian Hidden Markov Model with Missing Observations

Dongrong Li, Tianwei Yu, Xiaodan Fan

The Hidden Markov Model (HMM) is a widely-used statistical model for handling sequential data. However, the presence of missing observations in real-world datasets often complicate…